Overview

Brought to you by YData

Dataset statistics

Number of variables	26
Number of observations	499
Missing cells	1
Missing cells (%)	< 0.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	91.8 KiB
Average record size in memory	188.5 B

Variable types

Numeric	23
Categorical	3

Alerts

`COSTE_MTO_CORR_MEDIO_POR_ORDEN` is highly overall correlated with `COSTE_MTO_MEDIO_POR_ORDEN`	High correlation
`COSTE_MTO_CORR_TOTAL` is highly overall correlated with `COSTE_MTO_TOTAL` and 5 other fields	High correlation
`COSTE_MTO_MEDIO_POR_ORDEN` is highly overall correlated with `COSTE_MTO_CORR_MEDIO_POR_ORDEN` and 1 other fields	High correlation
`COSTE_MTO_PREV_MEDIO_POR_ORDEN` is highly overall correlated with `COSTE_MTO_MEDIO_POR_ORDEN`	High correlation
`COSTE_MTO_PREV_TOTAL` is highly overall correlated with `COSTE_MTO_TOTAL` and 4 other fields	High correlation
`COSTE_MTO_TOTAL` is highly overall correlated with `COSTE_MTO_CORR_TOTAL` and 7 other fields	High correlation
`DIAS_ENTRE_FALL_CONSEC` is highly overall correlated with `COSTE_MTO_CORR_TOTAL` and 5 other fields	High correlation
`DURACION_HORAS_CORR_MEDIO_POR_ORDEN` is highly overall correlated with `DURACION_HORAS_MEDIO_POR_ORDEN`	High correlation
`DURACION_HORAS_CORR_TOTAL` is highly overall correlated with `COSTE_MTO_CORR_TOTAL` and 5 other fields	High correlation
`DURACION_HORAS_MEDIO_POR_ORDEN` is highly overall correlated with `DURACION_HORAS_CORR_MEDIO_POR_ORDEN` and 1 other fields	High correlation
`DURACION_HORAS_PREV_MEDIO_POR_ORDEN` is highly overall correlated with `DURACION_HORAS_MEDIO_POR_ORDEN`	High correlation
`DURACION_HORAS_PREV_TOTAL` is highly overall correlated with `COSTE_MTO_PREV_TOTAL` and 3 other fields	High correlation
`DURACION_HORAS_TOTAL` is highly overall correlated with `COSTE_MTO_CORR_TOTAL` and 8 other fields	High correlation
`Ordenes_Correctivo` is highly overall correlated with `COSTE_MTO_CORR_TOTAL` and 5 other fields	High correlation
`Ordenes_Preventivo` is highly overall correlated with `COSTE_MTO_PREV_TOTAL` and 4 other fields	High correlation
`Total_Ordenes` is highly overall correlated with `COSTE_MTO_CORR_TOTAL` and 8 other fields	High correlation
`ID_Equipo` is uniformly distributed	Uniform
`ID_Equipo` has unique values	Unique
`MEDIA_HORAS_OPERATIVAS` has unique values	Unique
`COSTE_MTO_CORR_MEDIO_POR_ORDEN` has unique values	Unique
`COSTE_MTO_CORR_TOTAL` has unique values	Unique
`COSTE_MTO_PREV_MEDIO_POR_ORDEN` has unique values	Unique
`COSTE_MTO_PREV_TOTAL` has unique values	Unique
`COSTE_MTO_MEDIO_POR_ORDEN` has unique values	Unique
`COSTE_MTO_TOTAL` has unique values	Unique

Reproduction

Analysis started	2025-02-19 11:37:25.793996
Analysis finished	2025-02-19 11:39:26.330006
Duration	2 minutes and 0.54 seconds
Software version	ydata-profiling vv4.12.2
Download configuration	config.json

ID_Equipo
Real number (ℝ)

Uniform Unique

Distinct	499
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	250

Minimum	1
Maximum	499
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	1
5-th percentile	25.9
Q1	125.5
median	250
Q3	374.5
95-th percentile	474.1
Maximum	499
Range	498
Interquartile range (IQR)	249

Descriptive statistics

Standard deviation	144.19316
Coefficient of variation (CV)	0.57677263
Kurtosis	-1.2
Mean	250
Median Absolute Deviation (MAD)	125
Skewness	0
Sum	124750
Variance	20791.667
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	0.2%
329	1	0.2%
342	1	0.2%
341	1	0.2%
340	1	0.2%
339	1	0.2%
338	1	0.2%
337	1	0.2%
336	1	0.2%
335	1	0.2%
Other values (489)	489	98.0%

Value	Count	Frequency (%)
1	1	0.2%
2	1	0.2%
3	1	0.2%
4	1	0.2%
5	1	0.2%
6	1	0.2%
7	1	0.2%
8	1	0.2%
9	1	0.2%
10	1	0.2%

Value	Count	Frequency (%)
499	1	0.2%
498	1	0.2%
497	1	0.2%
496	1	0.2%
495	1	0.2%
494	1	0.2%
493	1	0.2%
492	1	0.2%
491	1	0.2%
490	1	0.2%

MEDIA_TEMP
Real number (ℝ)

Distinct	498
Distinct (%)	99.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	99.546106

Minimum	79.431429
Maximum	121.92562
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	79.431429
5-th percentile	87.200842
Q1	94.855779
median	99.886111
Q3	104.39443
95-th percentile	110.35105
Maximum	121.92562
Range	42.494196
Interquartile range (IQR)	9.5386522

Descriptive statistics

Standard deviation	7.0134066
Coefficient of variation (CV)	0.070453852
Kurtosis	-0.019873963
Mean	99.546106
Median Absolute Deviation (MAD)	4.9623099
Skewness	-0.10127514
Sum	49673.507
Variance	49.187872
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
95.41	2	0.4%
106.908125	1	0.2%
96.63238095	1	0.2%
101.3555556	1	0.2%
92.42	1	0.2%
98.96642857	1	0.2%
103.450625	1	0.2%
109.7572222	1	0.2%
93.004375	1	0.2%
96.0584	1	0.2%
Other values (488)	488	97.8%

Value	Count	Frequency (%)
79.43142857	1	0.2%
80.07	1	0.2%
80.087	1	0.2%
80.98388889	1	0.2%
82.99307692	1	0.2%
83.10466667	1	0.2%
83.3024	1	0.2%
83.494	1	0.2%
83.9975	1	0.2%
84.15722222	1	0.2%

Value	Count	Frequency (%)
121.925625	1	0.2%
117.6672222	1	0.2%
117.1238095	1	0.2%
117.09	1	0.2%
115.9828571	1	0.2%
115.7063158	1	0.2%
114.6210526	1	0.2%
113.87	1	0.2%
113.4826667	1	0.2%
113.2035	1	0.2%

MEDIA_VIBR
Real number (ℝ)

Distinct	491
Distinct (%)	98.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.5353083

Minimum	1.2018182
Maximum	3.5094444
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	1.2018182
5-th percentile	1.9350641
Q1	2.3134375
median	2.5365
Q3	2.7480833
95-th percentile	3.1427611
Maximum	3.5094444
Range	2.3076263
Interquartile range (IQR)	0.43464583

Descriptive statistics

Standard deviation	0.34859625
Coefficient of variation (CV)	0.13749659
Kurtosis	0.18359433
Mean	2.5353083
Median Absolute Deviation (MAD)	0.21927778
Skewness	-0.10064318
Sum	1265.1188
Variance	0.12151935
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.632307692	2	0.4%
2.962777778	2	0.4%
2.108125	2	0.4%
2.4925	2	0.4%
1.903333333	2	0.4%
2.647647059	2	0.4%
2.221	2	0.4%
2.500588235	2	0.4%
3.131818182	1	0.2%
2.734117647	1	0.2%
Other values (481)	481	96.4%

Value	Count	Frequency (%)
1.201818182	1	0.2%
1.456666667	1	0.2%
1.61	1	0.2%
1.689285714	1	0.2%
1.734583333	1	0.2%
1.781666667	1	0.2%
1.783076923	1	0.2%
1.785263158	1	0.2%
1.798235294	1	0.2%
1.803333333	1	0.2%

Value	Count	Frequency (%)
3.509444444	1	0.2%
3.338571429	1	0.2%
3.32	1	0.2%
3.316666667	1	0.2%
3.312352941	1	0.2%
3.298181818	1	0.2%
3.295882353	1	0.2%
3.290833333	1	0.2%
3.263571429	1	0.2%
3.256875	1	0.2%

MEDIA_HORAS_OPERATIVAS
Real number (ℝ)

Unique

Distinct	499
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	50596.217

Minimum	29094.318
Maximum	68542.385
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	29094.318
5-th percentile	38817.546
Q1	46356.757
median	50485.053
Q3	55287.713
95-th percentile	62260.455
Maximum	68542.385
Range	39448.066
Interquartile range (IQR)	8930.9557

Descriptive statistics

Standard deviation	7143.2631
Coefficient of variation (CV)	0.14118176
Kurtosis	-0.021409756
Mean	50596.217
Median Absolute Deviation (MAD)	4468.7807
Skewness	-0.14908071
Sum	25247512
Variance	51026208
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
48090.3125	1	0.2%
38095.40909	1	0.2%
53136.11765	1	0.2%
50247.8125	1	0.2%
46299.80952	1	0.2%
66649.38889	1	0.2%
34110.81818	1	0.2%
34443.64286	1	0.2%
59488.375	1	0.2%
47633.11111	1	0.2%
Other values (489)	489	98.0%

Value	Count	Frequency (%)
29094.31818	1	0.2%
29204.15789	1	0.2%
29316.66667	1	0.2%
32549.33333	1	0.2%
32557.5625	1	0.2%
32679.45455	1	0.2%
33131.73684	1	0.2%
33153.68	1	0.2%
34110.81818	1	0.2%
34153.75	1	0.2%

Value	Count	Frequency (%)
68542.38462	1	0.2%
68210.66667	1	0.2%
67721.08333	1	0.2%
66649.38889	1	0.2%
65661.35714	1	0.2%
65036.35	1	0.2%
64699.0625	1	0.2%
64532.61538	1	0.2%
64526.83333	1	0.2%
64507.55556	1	0.2%

Vida_util_estimada
Real number (ℝ)

Distinct	487
Distinct (%)	97.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	94637.06

Minimum	70524
Maximum	99982
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	70524
5-th percentile	85025.1
Q1	92276
median	96218
Q3	98421
95-th percentile	99751.9
Maximum	99982
Range	29458
Interquartile range (IQR)	6145

Descriptive statistics

Standard deviation	5040.6204
Coefficient of variation (CV)	0.053262648
Kurtosis	3.5753992
Mean	94637.06
Median Absolute Deviation (MAD)	2777
Skewness	-1.6436326
Sum	47223893
Variance	25407854
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
99333	2	0.4%
94216	2	0.4%
89711	2	0.4%
99935	2	0.4%
86426	2	0.4%
93986	2	0.4%
99079	2	0.4%
98035	2	0.4%
99861	2	0.4%
94122	2	0.4%
Other values (477)	479	96.0%

Value	Count	Frequency (%)
70524	1	0.2%
70889	1	0.2%
71579	1	0.2%
72510	1	0.2%
75876	1	0.2%
77730	1	0.2%
78763	1	0.2%
79409	1	0.2%
79443	1	0.2%
79794	1	0.2%

Value	Count	Frequency (%)
99982	1	0.2%
99939	1	0.2%
99935	2	0.4%
99933	1	0.2%
99905	1	0.2%
99898	1	0.2%
99890	1	0.2%
99881	1	0.2%
99874	1	0.2%
99872	1	0.2%

Total_Ordenes
Real number (ℝ)

High correlation

Distinct	29
Distinct (%)	5.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19.93988

Minimum	7
Maximum	36
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	7
5-th percentile	13
Q1	17
median	20
Q3	23
95-th percentile	28
Maximum	36
Range	29
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	4.5654975
Coefficient of variation (CV)	0.22896314
Kurtosis	0.068828658
Mean	19.93988
Median Absolute Deviation (MAD)	3
Skewness	0.31398371
Sum	9950
Variance	20.843768
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
18	47	9.4%
19	43	8.6%
21	39	7.8%
20	37	7.4%
17	37	7.4%
16	36	7.2%
24	36	7.2%
23	35	7.0%
15	34	6.8%
22	29	5.8%
Other values (19)	126	25.3%

Value	Count	Frequency (%)
7	1	0.2%
8	1	0.2%
9	1	0.2%
10	1	0.2%
11	5	1.0%
12	10	2.0%
13	12	2.4%
14	19	3.8%
15	34	6.8%
16	36	7.2%

Value	Count	Frequency (%)
36	1	0.2%
34	1	0.2%
33	1	0.2%
32	2	0.4%
31	3	0.6%
30	6	1.2%
29	6	1.2%
28	7	1.4%
27	12	2.4%
26	16	3.2%

Ordenes_Correctivo
Real number (ℝ)

High correlation

Distinct	20
Distinct (%)	4.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.138277

Minimum	1
Maximum	21
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	1
5-th percentile	5
Q1	8
median	10
Q3	12
95-th percentile	15.1
Maximum	21
Range	20
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	3.2608974
Coefficient of variation (CV)	0.32164218
Kurtosis	-0.0018880075
Mean	10.138277
Median Absolute Deviation (MAD)	2
Skewness	0.27670445
Sum	5059
Variance	10.633452
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
10	59	11.8%
9	56	11.2%
11	56	11.2%
8	52	10.4%
12	49	9.8%
7	44	8.8%
13	41	8.2%
14	34	6.8%
6	28	5.6%
5	22	4.4%
Other values (10)	58	11.6%

Value	Count	Frequency (%)
1	1	0.2%
3	1	0.2%
4	14	2.8%
5	22	4.4%
6	28	5.6%
7	44	8.8%
8	52	10.4%
9	56	11.2%
10	59	11.8%
11	56	11.2%

Value	Count	Frequency (%)
21	1	0.2%
20	2	0.4%
19	3	0.6%
18	3	0.6%
17	7	1.4%
16	9	1.8%
15	17	3.4%
14	34	6.8%
13	41	8.2%
12	49	9.8%

Ordenes_Preventivo
Real number (ℝ)

High correlation

Distinct	19
Distinct (%)	3.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.8016032

Minimum	2
Maximum	23
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	2
5-th percentile	5
Q1	8
median	10
Q3	12
95-th percentile	15
Maximum	23
Range	21
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	3.1949253
Coefficient of variation (CV)	0.32595946
Kurtosis	0.3073908
Mean	9.8016032
Median Absolute Deviation (MAD)	2
Skewness	0.26313678
Sum	4891
Variance	10.207548
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
10	72	14.4%
11	66	13.2%
9	54	10.8%
12	51	10.2%
8	50	10.0%
6	37	7.4%
7	36	7.2%
13	30	6.0%
5	26	5.2%
14	22	4.4%
Other values (9)	55	11.0%

Value	Count	Frequency (%)
2	3	0.6%
3	4	0.8%
4	13	2.6%
5	26	5.2%
6	37	7.4%
7	36	7.2%
8	50	10.0%
9	54	10.8%
10	72	14.4%
11	66	13.2%

Value	Count	Frequency (%)
23	1	0.2%
19	1	0.2%
18	5	1.0%
17	6	1.2%
16	11	2.2%
15	11	2.2%
14	22	4.4%
13	30	6.0%
12	51	10.2%
11	66	13.2%

DIAS_ENTRE_FALL_CONSEC
Real number (ℝ)

High correlation

Distinct	410
Distinct (%)	82.3%
Missing	1
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	40.007818

Minimum	13
Maximum	108.33333
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	13
5-th percentile	23.415993
Q1	29.5
median	37
Q3	46.138393
95-th percentile	69.6225
Maximum	108.33333
Range	95.333333
Interquartile range (IQR)	16.638393

Descriptive statistics

Standard deviation	14.685419
Coefficient of variation (CV)	0.36706374
Kurtosis	2.2360104
Mean	40.007818
Median Absolute Deviation (MAD)	8.25
Skewness	1.3340498
Sum	19923.893
Variance	215.66154
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
52.33333333	4	0.8%
45	4	0.8%
43	4	0.8%
55	4	0.8%
42.375	3	0.6%
32.83333333	3	0.6%
33.18181818	3	0.6%
29.5	3	0.6%
27.92307692	3	0.6%
30	3	0.6%
Other values (400)	464	93.0%

Value	Count	Frequency (%)
13	1	0.2%
16.9	1	0.2%
17.28571429	1	0.2%
17.38888889	1	0.2%
18.05	1	0.2%
19	1	0.2%
19.8125	1	0.2%
20	1	0.2%
20.05882353	1	0.2%
20.26315789	1	0.2%

Value	Count	Frequency (%)
108.3333333	1	0.2%
94.75	1	0.2%
91	1	0.2%
89.5	1	0.2%
89.25	1	0.2%
89	1	0.2%
88.33333333	1	0.2%
87.66666667	1	0.2%
87.5	1	0.2%
83.25	1	0.2%

COSTE_MTO_CORR_MEDIO_POR_ORDEN
Real number (ℝ)

High correlation Unique

Distinct	499
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4971.7426

Minimum	2071.4862
Maximum	8159.0614
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	2071.4862
5-th percentile	3254.5601
Q1	4399.4275
median	5038.6933
Q3	5584.0271
95-th percentile	6364.6025
Maximum	8159.0614
Range	6087.5752
Interquartile range (IQR)	1184.5996

Descriptive statistics

Standard deviation	952.53754
Coefficient of variation (CV)	0.19159028
Kurtosis	0.56598606
Mean	4971.7426
Median Absolute Deviation (MAD)	597.5098
Skewness	-0.14429209
Sum	2480899.5
Variance	907327.77
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5284.873	1	0.2%
5268.128333	1	0.2%
5038.693333	1	0.2%
4940.70875	1	0.2%
2071.48625	1	0.2%
6046.212857	1	0.2%
4633.09125	1	0.2%
3019.073846	1	0.2%
4918.11125	1	0.2%
4805.495	1	0.2%
Other values (489)	489	98.0%

Value	Count	Frequency (%)
2071.48625	1	0.2%
2092.154444	1	0.2%
2201.694	1	0.2%
2203.304444	1	0.2%
2637.113333	1	0.2%
2684.46375	1	0.2%
2787.2475	1	0.2%
2800.600909	1	0.2%
2855.385	1	0.2%
2869.835	1	0.2%

Value	Count	Frequency (%)
8159.061429	1	0.2%
8071.452	1	0.2%
7789.38	1	0.2%
7582.626667	1	0.2%
7400.464545	1	0.2%
7388.197143	1	0.2%
7072.002222	1	0.2%
6935.055714	1	0.2%
6920.953333	1	0.2%
6904.836667	1	0.2%

DURACION_HORAS_CORR_MEDIO_POR_ORDEN
Real number (ℝ)

High correlation

Distinct	374
Distinct (%)	74.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	24.137232

Minimum	12.125
Maximum	38
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	12.125
5-th percentile	16.564286
Q1	21.261364
median	24.181818
Q3	27.132479
95-th percentile	31.631731
Maximum	38
Range	25.875
Interquartile range (IQR)	5.871115

Descriptive statistics

Standard deviation	4.3819079
Coefficient of variation (CV)	0.18154144
Kurtosis	0.2307911
Mean	24.137232
Median Absolute Deviation (MAD)	2.9318182
Skewness	0.11233437
Sum	12044.479
Variance	19.201117
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19	6	1.2%
25	6	1.2%
24	6	1.2%
28	5	1.0%
22.25	5	1.0%
26	4	0.8%
23.5	4	0.8%
24.85714286	3	0.6%
22.5	3	0.6%
24.7	3	0.6%
Other values (364)	454	91.0%

Value	Count	Frequency (%)
12.125	1	0.2%
12.33333333	1	0.2%
12.8	1	0.2%
13.28571429	1	0.2%
13.6	1	0.2%
13.90909091	1	0.2%
14.33333333	1	0.2%
15	1	0.2%
15.11111111	1	0.2%
15.30769231	1	0.2%

Value	Count	Frequency (%)
38	1	0.2%
37.83333333	1	0.2%
37.28571429	1	0.2%
37	1	0.2%
36.14285714	1	0.2%
34.61538462	1	0.2%
33.92857143	1	0.2%
33.57142857	1	0.2%
33.25	1	0.2%
33.125	1	0.2%

COSTE_MTO_CORR_TOTAL
Real number (ℝ)

High correlation Unique

Distinct	499
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	50415.963

Minimum	6095.01
Maximum	114016.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	6095.01
5-th percentile	20617.521
Q1	37666.4
median	49777.44
Q3	62699.015
95-th percentile	83038.809
Maximum	114016.5
Range	107921.49
Interquartile range (IQR)	25032.615

Descriptive statistics

Standard deviation	18619.972
Coefficient of variation (CV)	0.36932692
Kurtosis	0.075492439
Mean	50415.963
Median Absolute Deviation (MAD)	12653.17
Skewness	0.33735166
Sum	25157565
Variance	3.4670337 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
52848.73	1	0.2%
63217.54	1	0.2%
30232.16	1	0.2%
39525.67	1	0.2%
16571.89	1	0.2%
42323.49	1	0.2%
37064.73	1	0.2%
39247.96	1	0.2%
39344.89	1	0.2%
38443.96	1	0.2%
Other values (489)	489	98.0%

Value	Count	Frequency (%)
6095.01	1	0.2%
11008.47	1	0.2%
11148.99	1	0.2%
12395.74	1	0.2%
13060.32	1	0.2%
13551.47	1	0.2%
15436.74	1	0.2%
16571.89	1	0.2%
17132.31	1	0.2%
17219.01	1	0.2%

Value	Count	Frequency (%)
114016.5	1	0.2%
113072.63	1	0.2%
111759.65	1	0.2%
99189.08	1	0.2%
97504.85	1	0.2%
96404.91	1	0.2%
95066.93	1	0.2%
94853.37	1	0.2%
93603.15	1	0.2%
92213.49	1	0.2%

DURACION_HORAS_CORR_TOTAL
Real number (ℝ)

High correlation

Distinct	264
Distinct (%)	52.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	244.998

Minimum	37
Maximum	554
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	37
5-th percentile	104.8
Q1	183
median	241
Q3	298.5
95-th percentile	405.2
Maximum	554
Range	517
Interquartile range (IQR)	115.5

Descriptive statistics

Standard deviation	90.919654
Coefficient of variation (CV)	0.37110367
Kurtosis	0.26970384
Mean	244.998
Median Absolute Deviation (MAD)	58
Skewness	0.47200351
Sum	122254
Variance	8266.3835
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
206	7	1.4%
247	6	1.2%
261	6	1.2%
229	6	1.2%
270	5	1.0%
267	5	1.0%
205	5	1.0%
227	5	1.0%
192	5	1.0%
204	5	1.0%
Other values (254)	444	89.0%

Value	Count	Frequency (%)
37	1	0.2%
62	1	0.2%
65	1	0.2%
66	1	0.2%
67	1	0.2%
68	1	0.2%
74	1	0.2%
77	1	0.2%
79	1	0.2%
81	2	0.4%

Value	Count	Frequency (%)
554	1	0.2%
552	1	0.2%
519	1	0.2%
506	1	0.2%
503	1	0.2%
490	1	0.2%
489	1	0.2%
484	1	0.2%
479	1	0.2%
477	1	0.2%

COSTE_MTO_PREV_MEDIO_POR_ORDEN
Real number (ℝ)

High correlation Unique

Distinct	499
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5000.04

Minimum	2304.66
Maximum	8376.205
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	2304.66
5-th percentile	3571.0551
Q1	4358.9047
median	5017.6033
Q3	5590.6985
95-th percentile	6553.6086
Maximum	8376.205
Range	6071.545
Interquartile range (IQR)	1231.7938

Descriptive statistics

Standard deviation	908.85425
Coefficient of variation (CV)	0.1817694
Kurtosis	0.11024102
Mean	5000.04
Median Absolute Deviation (MAD)	617.34667
Skewness	0.079228121
Sum	2495019.9
Variance	826016.05
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4448.922	1	0.2%
4721.025	1	0.2%
4790.019167	1	0.2%
5625.5575	1	0.2%
4509.798824	1	0.2%
4674.227273	1	0.2%
4025.075455	1	0.2%
5508.71	1	0.2%
6000.203846	1	0.2%
5720.027778	1	0.2%
Other values (489)	489	98.0%

Value	Count	Frequency (%)
2304.66	1	0.2%
2393.338182	1	0.2%
2729.271667	1	0.2%
2857.472	1	0.2%
2922.681	1	0.2%
2928.785	1	0.2%
2954.012	1	0.2%
2967.164	1	0.2%
2973.8025	1	0.2%
3140.7675	1	0.2%

Value	Count	Frequency (%)
8376.205	1	0.2%
7443.45875	1	0.2%
7170.754	1	0.2%
7077.63	1	0.2%
7058.525	1	0.2%
7019.98	1	0.2%
7019.018333	1	0.2%
7017.6175	1	0.2%
6922.748	1	0.2%
6884.00625	1	0.2%

DURACION_HORAS_PREV_MEDIO_POR_ORDEN
Real number (ℝ)

High correlation

Distinct	365
Distinct (%)	73.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	24.003233

Minimum	7.3333333
Maximum	38.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	7.3333333
5-th percentile	17
Q1	20.69375
median	24
Q3	27.055556
95-th percentile	31.6025
Maximum	38.2
Range	30.866667
Interquartile range (IQR)	6.3618056

Descriptive statistics

Standard deviation	4.5376943
Coefficient of variation (CV)	0.18904513
Kurtosis	0.30083563
Mean	24.003233
Median Absolute Deviation (MAD)	3.2
Skewness	0.016088001
Sum	11977.613
Variance	20.590669
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
27	9	1.8%
28	6	1.2%
19.6	5	1.0%
25.5	5	1.0%
19	5	1.0%
26	5	1.0%
25	5	1.0%
24	4	0.8%
20	4	0.8%
22	4	0.8%
Other values (355)	447	89.6%

Value	Count	Frequency (%)
7.333333333	1	0.2%
11	1	0.2%
11.16666667	1	0.2%
11.54545455	1	0.2%
12.3	1	0.2%
14.2	1	0.2%
14.42857143	1	0.2%
14.54545455	1	0.2%
14.57142857	1	0.2%
14.625	1	0.2%

Value	Count	Frequency (%)
38.2	1	0.2%
37	1	0.2%
35.66666667	1	0.2%
35.1	1	0.2%
34.75	1	0.2%
34.66666667	1	0.2%
34.6	1	0.2%
34.4	1	0.2%
34.375	1	0.2%
34.33333333	1	0.2%

COSTE_MTO_PREV_TOTAL
Real number (ℝ)

High correlation Unique

Distinct	499
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	48831.646

Minimum	8651.53
Maximum	130868.53
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	8651.53
5-th percentile	21337.635
Q1	35769.7
median	49231.62
Q3	59911.78
95-th percentile	78448.008
Maximum	130868.53
Range	122217
Interquartile range (IQR)	24142.08

Descriptive statistics

Standard deviation	17586.966
Coefficient of variation (CV)	0.36015508
Kurtosis	0.53488928
Mean	48831.646
Median Absolute Deviation (MAD)	11757.79
Skewness	0.3602367
Sum	24366991
Variance	3.0930136 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
44489.22	1	0.2%
56652.3	1	0.2%
57480.23	1	0.2%
45004.46	1	0.2%
76666.58	1	0.2%
51416.5	1	0.2%
44275.83	1	0.2%
60595.81	1	0.2%
78002.65	1	0.2%
102960.5	1	0.2%
Other values (489)	489	98.0%

Value	Count	Frequency (%)
8651.53	1	0.2%
9218.64	1	0.2%
10351.48	1	0.2%
12169.87	1	0.2%
13686.22	1	0.2%
14287.36	1	0.2%
14770.06	1	0.2%
16214.51	1	0.2%
16375.63	1	0.2%
16402.3	1	0.2%

Value	Count	Frequency (%)
130868.53	1	0.2%
102960.5	1	0.2%
98559.29	1	0.2%
96511.28	1	0.2%
94681.05	1	0.2%
94094.56	1	0.2%
90364.86	1	0.2%
89973.75	1	0.2%
89440.36	1	0.2%
87445.14	1	0.2%

DURACION_HORAS_PREV_TOTAL
Real number (ℝ)

High correlation

Distinct	265
Distinct (%)	53.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	234.64329

Minimum	22
Maximum	511
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	22
5-th percentile	107
Q1	173
median	231
Q3	285
95-th percentile	382.2
Maximum	511
Range	489
Interquartile range (IQR)	112

Descriptive statistics

Standard deviation	86.266405
Coefficient of variation (CV)	0.36764915
Kurtosis	0.12412879
Mean	234.64329
Median Absolute Deviation (MAD)	55
Skewness	0.41987507
Sum	117087
Variance	7441.8926
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
205	6	1.2%
209	5	1.0%
232	5	1.0%
243	5	1.0%
176	5	1.0%
274	5	1.0%
195	5	1.0%
239	5	1.0%
227	5	1.0%
249	5	1.0%
Other values (255)	448	89.8%

Value	Count	Frequency (%)
22	2	0.4%
48	1	0.2%
52	1	0.2%
67	1	0.2%
68	1	0.2%
73	1	0.2%
78	1	0.2%
79	1	0.2%
87	1	0.2%
89	2	0.4%

Value	Count	Frequency (%)
511	1	0.2%
501	1	0.2%
486	1	0.2%
481	1	0.2%
462	1	0.2%
459	1	0.2%
458	1	0.2%
453	2	0.4%
445	1	0.2%
442	1	0.2%

COSTE_MTO_MEDIO_POR_ORDEN
Real number (ℝ)

High correlation Unique

Distinct	499
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4985.4772

Minimum	2498.3807
Maximum	6956.17
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	2498.3807
5-th percentile	3900.6471
Q1	4618.4741
median	4994.5767
Q3	5366.3089
95-th percentile	6090.439
Maximum	6956.17
Range	4457.7893
Interquartile range (IQR)	747.83483

Descriptive statistics

Standard deviation	638.29316
Coefficient of variation (CV)	0.12803051
Kurtosis	0.49390074
Mean	4985.4772
Median Absolute Deviation (MAD)	375.00333
Skewness	-0.073272285
Sum	2487753.1
Variance	407418.16
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4866.8975	1	0.2%
4994.576667	1	0.2%
4872.910556	1	0.2%
5283.133125	1	0.2%
3729.5388	1	0.2%
5207.777222	1	0.2%
4281.082105	1	0.2%
4160.157083	1	0.2%
5587.978095	1	0.2%
5438.633077	1	0.2%
Other values (489)	489	98.0%

Value	Count	Frequency (%)
2498.380667	1	0.2%
2783.970667	1	0.2%
3356.644	1	0.2%
3385.696	1	0.2%
3527.9596	1	0.2%
3628.517826	1	0.2%
3634.188333	1	0.2%
3634.923077	1	0.2%
3654.544	1	0.2%
3679.5344	1	0.2%

Value	Count	Frequency (%)
6956.17	1	0.2%
6790.311667	1	0.2%
6658.467857	1	0.2%
6602.345	1	0.2%
6513.377143	1	0.2%
6484.124375	1	0.2%
6481.694667	1	0.2%
6453.197222	1	0.2%
6388.24125	1	0.2%
6353.71	1	0.2%

DURACION_HORAS_MEDIO_POR_ORDEN
Real number (ℝ)

High correlation

Distinct	423
Distinct (%)	84.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	24.086804

Minimum	14.4
Maximum	34.461538
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	14.4
5-th percentile	19.358523
Q1	22.123737
median	24.1875
Q3	26
95-th percentile	28.935652
Maximum	34.461538
Range	20.061538
Interquartile range (IQR)	3.8762626

Descriptive statistics

Standard deviation	2.972684
Coefficient of variation (CV)	0.12341546
Kurtosis	0.37775025
Mean	24.086804
Median Absolute Deviation (MAD)	1.9034091
Skewness	0.082890538
Sum	12019.315
Variance	8.8368499
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
26	7	1.4%
24	5	1.0%
27	4	0.8%
24.8	4	0.8%
24.66666667	3	0.6%
23	3	0.6%
26.57142857	3	0.6%
22.25	3	0.6%
22	3	0.6%
20.33333333	3	0.6%
Other values (413)	461	92.4%

Value	Count	Frequency (%)
14.4	1	0.2%
15.33333333	1	0.2%
15.8125	1	0.2%
17.13333333	1	0.2%
17.1875	1	0.2%
17.2	1	0.2%
17.40909091	1	0.2%
17.42857143	1	0.2%
17.61111111	1	0.2%
18.21052632	1	0.2%

Value	Count	Frequency (%)
34.46153846	1	0.2%
33.94736842	1	0.2%
32.52941176	1	0.2%
32.23076923	1	0.2%
31.73333333	1	0.2%
31.59090909	1	0.2%
31.45454545	1	0.2%
30.5	1	0.2%
30.42105263	1	0.2%
30.375	1	0.2%

COSTE_MTO_TOTAL
Real number (ℝ)

High correlation Unique

Distinct	499
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	99247.608

Minimum	37475.71
Maximum	187601.77
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	37475.71
5-th percentile	60587.295
Q1	82437.415
median	97251.23
Q3	115037.84
95-th percentile	144173.24
Maximum	187601.77
Range	150126.06
Interquartile range (IQR)	32600.425

Descriptive statistics

Standard deviation	25480.517
Coefficient of variation (CV)	0.25673683
Kurtosis	0.20504176
Mean	99247.608
Median Absolute Deviation (MAD)	16276.93
Skewness	0.41776898
Sum	49524557
Variance	6.4925672 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
97337.95	1	0.2%
119869.84	1	0.2%
87712.39	1	0.2%
84530.13	1	0.2%
93238.47	1	0.2%
93739.99	1	0.2%
81340.56	1	0.2%
99843.77	1	0.2%
117347.54	1	0.2%
141404.46	1	0.2%
Other values (489)	489	98.0%

Value	Count	Frequency (%)
37475.71	1	0.2%
41036.89	1	0.2%
41280.32	1	0.2%
41759.56	1	0.2%
43995.31	1	0.2%
45538.64	1	0.2%
45593.64	1	0.2%
47254	1	0.2%
50349.66	1	0.2%
50785.44	1	0.2%

Value	Count	Frequency (%)
187601.77	1	0.2%
183067.45	1	0.2%
171184.2	1	0.2%
165278.54	1	0.2%
164986.19	1	0.2%
163698.37	1	0.2%
162201.68	1	0.2%
161622.62	1	0.2%
161084.75	1	0.2%
160542.87	1	0.2%

DURACION_HORAS_TOTAL
Real number (ℝ)

High correlation

Distinct	314
Distinct (%)	62.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	479.64128

Minimum	178
Maximum	854
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	178
5-th percentile	295.9
Q1	389
median	471
Q3	561.5
95-th percentile	686.4
Maximum	854
Range	676
Interquartile range (IQR)	172.5

Descriptive statistics

Standard deviation	121.26151
Coefficient of variation (CV)	0.25281709
Kurtosis	-0.18382896
Mean	479.64128
Median Absolute Deviation (MAD)	86
Skewness	0.26531629
Sum	239341
Variance	14704.355
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
620	6	1.2%
495	5	1.0%
534	5	1.0%
434	4	0.8%
456	4	0.8%
336	4	0.8%
394	4	0.8%
489	4	0.8%
544	4	0.8%
403	4	0.8%
Other values (304)	455	91.2%

Value	Count	Frequency (%)
178	1	0.2%
184	1	0.2%
199	1	0.2%
214	1	0.2%
216	1	0.2%
231	1	0.2%
236	1	0.2%
243	1	0.2%
244	1	0.2%
253	1	0.2%

Value	Count	Frequency (%)
854	1	0.2%
837	1	0.2%
819	1	0.2%
810	1	0.2%
803	1	0.2%
774	1	0.2%
756	1	0.2%
752	1	0.2%
744	1	0.2%
740	1	0.2%

Tipo_Equipo
Categorical

Distinct	4
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	831.0 B

Generador	135
Transformador	125
Compresor	121
Motor	118

Length

Max length	13
Median length	9
Mean length	9.0561122
Min length	5

Characters and Unicode

Total characters	4519
Distinct characters	15
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Motor
2nd row	Motor
3rd row	Motor
4th row	Transformador
5th row	Compresor

Common Values

Value	Count	Frequency (%)
Generador	135	27.1%
Transformador	125	25.1%
Compresor	121	24.2%
Motor	118	23.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
generador	135	27.1%
transformador	125	25.1%
compresor	121	24.2%
motor	118	23.6%

Most occurring characters

Value	Count	Frequency (%)
r	1005	22.2%
o	863	19.1%
e	391	8.7%
a	385	8.5%
n	260	5.8%
d	260	5.8%
s	246	5.4%
m	246	5.4%
G	135	3.0%
T	125	2.8%
Other values (5)	603	13.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4519	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
r	1005	22.2%
o	863	19.1%
e	391	8.7%
a	385	8.5%
n	260	5.8%
d	260	5.8%
s	246	5.4%
m	246	5.4%
G	135	3.0%
T	125	2.8%
Other values (5)	603	13.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4519	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
r	1005	22.2%
o	863	19.1%
e	391	8.7%
a	385	8.5%
n	260	5.8%
d	260	5.8%
s	246	5.4%
m	246	5.4%
G	135	3.0%
T	125	2.8%
Other values (5)	603	13.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4519	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
r	1005	22.2%
o	863	19.1%
e	391	8.7%
a	385	8.5%
n	260	5.8%
d	260	5.8%
s	246	5.4%
m	246	5.4%
G	135	3.0%
T	125	2.8%
Other values (5)	603	13.3%

Fabricante
Categorical

Distinct	4
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	831.0 B

ABB	131
Siemens	129
GE	123
Schneider	116

Length

Max length	9
Median length	7
Mean length	5.1823647
Min length	2

Characters and Unicode

Total characters	2586
Distinct characters	14
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Schneider
2nd row	ABB
3rd row	GE
4th row	Siemens
5th row	ABB

Common Values

Value	Count	Frequency (%)
ABB	131	26.3%
Siemens	129	25.9%
GE	123	24.6%
Schneider	116	23.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
abb	131	26.3%
siemens	129	25.9%
ge	123	24.6%
schneider	116	23.2%

Most occurring characters

Value	Count	Frequency (%)
e	490	18.9%
B	262	10.1%
S	245	9.5%
i	245	9.5%
n	245	9.5%
A	131	5.1%
m	129	5.0%
s	129	5.0%
G	123	4.8%
E	123	4.8%
Other values (4)	464	17.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	2586	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	490	18.9%
B	262	10.1%
S	245	9.5%
i	245	9.5%
n	245	9.5%
A	131	5.1%
m	129	5.0%
s	129	5.0%
G	123	4.8%
E	123	4.8%
Other values (4)	464	17.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	2586	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	490	18.9%
B	262	10.1%
S	245	9.5%
i	245	9.5%
n	245	9.5%
A	131	5.1%
m	129	5.0%
s	129	5.0%
G	123	4.8%
E	123	4.8%
Other values (4)	464	17.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	2586	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	490	18.9%
B	262	10.1%
S	245	9.5%
i	245	9.5%
n	245	9.5%
A	131	5.1%
m	129	5.0%
s	129	5.0%
G	123	4.8%
E	123	4.8%
Other values (4)	464	17.9%

Modelo
Categorical

Distinct	4
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	831.0 B

Z300	141
Y200	126
X100	121
M400	111

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	1996
Distinct characters	9
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	X100
2nd row	Z300
3rd row	Y200
4th row	X100
5th row	Y200

Common Values

Value	Count	Frequency (%)
Z300	141	28.3%
Y200	126	25.3%
X100	121	24.2%
M400	111	22.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
z300	141	28.3%
y200	126	25.3%
x100	121	24.2%
m400	111	22.2%

Most occurring characters

Value	Count	Frequency (%)
0	998	50.0%
Z	141	7.1%
3	141	7.1%
Y	126	6.3%
2	126	6.3%
X	121	6.1%
1	121	6.1%
M	111	5.6%
4	111	5.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1996	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	998	50.0%
Z	141	7.1%
3	141	7.1%
Y	126	6.3%
2	126	6.3%
X	121	6.1%
1	121	6.1%
M	111	5.6%
4	111	5.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1996	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	998	50.0%
Z	141	7.1%
3	141	7.1%
Y	126	6.3%
2	126	6.3%
X	121	6.1%
1	121	6.1%
M	111	5.6%
4	111	5.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1996	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	998	50.0%
Z	141	7.1%
3	141	7.1%
Y	126	6.3%
2	126	6.3%
X	121	6.1%
1	121	6.1%
M	111	5.6%
4	111	5.6%

Potencia_kW
Real number (ℝ)

Distinct	471
Distinct (%)	94.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2420.6553

Minimum	-100
Maximum	4997
Zeros	0
Zeros (%)	0.0%
Negative	10
Negative (%)	2.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	-100
5-th percentile	249.8
Q1	1233
median	2406
Q3	3563.5
95-th percentile	4786.1
Maximum	4997
Range	5097
Interquartile range (IQR)	2330.5

Descriptive statistics

Standard deviation	1443.2171
Coefficient of variation (CV)	0.59620927
Kurtosis	-1.1039458
Mean	2420.6553
Median Absolute Deviation (MAD)	1168
Skewness	0.054996689
Sum	1207907
Variance	2082875.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-100	10	2.0%
562	3	0.6%
799	2	0.4%
1536	2	0.4%
670	2	0.4%
4948	2	0.4%
3212	2	0.4%
404	2	0.4%
1514	2	0.4%
4080	2	0.4%
Other values (461)	470	94.2%

Value	Count	Frequency (%)
-100	10	2.0%
53	1	0.2%
79	1	0.2%
137	1	0.2%
146	1	0.2%
153	1	0.2%
163	1	0.2%
173	1	0.2%
187	1	0.2%
197	1	0.2%

Value	Count	Frequency (%)
4997	1	0.2%
4993	1	0.2%
4992	1	0.2%
4974	1	0.2%
4948	2	0.4%
4947	1	0.2%
4945	1	0.2%
4930	1	0.2%
4929	1	0.2%
4914	1	0.2%

Horas_Recomendadas_Revision
Real number (ℝ)

Distinct	489
Distinct (%)	98.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5225.1603

Minimum	525
Maximum	9993
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	525
5-th percentile	855.5
Q1	2896
median	5258
Q3	7451.5
95-th percentile	9478.4
Maximum	9993
Range	9468
Interquartile range (IQR)	4555.5

Descriptive statistics

Standard deviation	2744.958
Coefficient of variation (CV)	0.5253347
Kurtosis	-1.1560925
Mean	5225.1603
Median Absolute Deviation (MAD)	2259
Skewness	-0.029294541
Sum	2607355
Variance	7534794.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
655	2	0.4%
1783	2	0.4%
2270	2	0.4%
8101	2	0.4%
2386	2	0.4%
9026	2	0.4%
1717	2	0.4%
6992	2	0.4%
5938	2	0.4%
1534	2	0.4%
Other values (479)	479	96.0%

Value	Count	Frequency (%)
525	1	0.2%
549	1	0.2%
564	1	0.2%
572	1	0.2%
585	1	0.2%
618	1	0.2%
654	1	0.2%
655	2	0.4%
661	1	0.2%
663	1	0.2%

Value	Count	Frequency (%)
9993	1	0.2%
9933	1	0.2%
9926	1	0.2%
9921	1	0.2%
9916	1	0.2%
9909	1	0.2%
9881	1	0.2%
9851	1	0.2%
9836	1	0.2%
9829	1	0.2%

Interactions

Correlations

	COSTE_MTO_CORR_MEDIO_POR_ORDEN	COSTE_MTO_CORR_TOTAL	COSTE_MTO_MEDIO_POR_ORDEN	COSTE_MTO_PREV_MEDIO_POR_ORDEN	COSTE_MTO_PREV_TOTAL	COSTE_MTO_TOTAL	DIAS_ENTRE_FALL_CONSEC	DURACION_HORAS_CORR_MEDIO_POR_ORDEN	DURACION_HORAS_CORR_TOTAL	DURACION_HORAS_MEDIO_POR_ORDEN	DURACION_HORAS_PREV_MEDIO_POR_ORDEN	DURACION_HORAS_PREV_TOTAL	DURACION_HORAS_TOTAL	Fabricante	Horas_Recomendadas_Revision	ID_Equipo	MEDIA_HORAS_OPERATIVAS	MEDIA_TEMP	MEDIA_VIBR	Modelo	Ordenes_Correctivo	Ordenes_Preventivo	Potencia_kW	Tipo_Equipo	Total_Ordenes	Vida_util_estimada
COSTE_MTO_CORR_MEDIO_POR_ORDEN	1.000	0.430	0.673	0.003	-0.040	0.300	-0.004	0.081	0.018	0.055	0.019	-0.018	-0.012	0.054	0.013	0.017	-0.019	-0.022	-0.010	0.034	-0.014	-0.032	0.007	0.050	-0.033	0.003
COSTE_MTO_CORR_TOTAL	0.430	1.000	0.313	-0.012	-0.025	0.708	-0.757	0.040	0.783	0.013	-0.020	-0.035	0.539	0.058	0.024	0.006	-0.069	-0.028	0.006	0.000	0.872	-0.014	-0.054	0.085	0.600	-0.011
COSTE_MTO_MEDIO_POR_ORDEN	0.673	0.313	1.000	0.672	0.259	0.415	-0.006	0.093	0.032	0.054	0.015	-0.041	-0.022	0.000	0.002	0.010	0.035	-0.002	-0.005	0.000	-0.003	-0.067	0.037	0.068	-0.054	0.013
COSTE_MTO_PREV_MEDIO_POR_ORDEN	0.003	-0.012	0.672	1.000	0.417	0.271	0.009	0.062	0.014	0.003	-0.030	-0.042	-0.030	0.000	-0.030	0.006	0.078	0.021	-0.018	0.000	-0.005	-0.045	0.091	0.000	-0.044	0.057
COSTE_MTO_PREV_TOTAL	-0.040	-0.025	0.259	0.417	1.000	0.651	-0.010	0.004	-0.005	-0.046	-0.035	0.752	0.525	0.000	-0.015	0.009	0.069	0.046	0.022	0.043	-0.007	0.859	0.035	0.025	0.588	0.063
COSTE_MTO_TOTAL	0.300	0.708	0.415	0.271	0.651	1.000	-0.561	0.040	0.566	-0.015	-0.037	0.494	0.772	0.000	0.001	0.010	0.004	0.016	0.002	0.000	0.628	0.576	-0.011	0.000	0.863	0.043
DIAS_ENTRE_FALL_CONSEC	-0.004	-0.757	-0.006	0.009	-0.010	-0.561	1.000	-0.049	-0.758	-0.007	0.023	0.002	-0.552	0.000	0.041	0.005	0.084	0.004	0.022	0.099	-0.864	-0.021	0.036	0.000	-0.613	-0.019
DURACION_HORAS_CORR_MEDIO_POR_ORDEN	0.081	0.040	0.093	0.062	0.004	0.040	-0.049	1.000	0.451	0.662	-0.059	-0.042	0.301	0.000	0.010	-0.044	0.004	-0.085	0.010	0.075	0.024	-0.029	0.001	0.061	-0.001	0.049
DURACION_HORAS_CORR_TOTAL	0.018	0.783	0.032	0.014	-0.005	0.566	-0.758	0.451	1.000	0.299	-0.049	-0.042	0.688	0.000	0.016	-0.020	-0.055	-0.062	-0.001	0.024	0.881	-0.010	-0.061	0.000	0.612	0.009
DURACION_HORAS_MEDIO_POR_ORDEN	0.055	0.013	0.054	0.003	-0.046	-0.015	-0.007	0.662	0.299	1.000	0.639	0.262	0.411	0.069	0.017	-0.046	0.002	-0.042	-0.024	0.000	0.000	-0.049	-0.064	0.082	-0.028	0.061
DURACION_HORAS_PREV_MEDIO_POR_ORDEN	0.019	-0.020	0.015	-0.030	-0.035	-0.037	0.023	-0.059	-0.049	0.639	1.000	0.419	0.256	0.066	0.032	-0.014	0.017	0.038	-0.027	0.000	-0.021	-0.026	-0.073	0.000	-0.033	0.041
DURACION_HORAS_PREV_TOTAL	-0.018	-0.035	-0.041	-0.042	0.752	0.494	0.002	-0.042	-0.042	0.262	0.419	1.000	0.660	0.082	0.007	0.002	0.031	0.052	0.017	0.000	-0.025	0.871	-0.014	0.086	0.584	0.057
DURACION_HORAS_TOTAL	-0.012	0.539	-0.022	-0.030	0.525	0.772	-0.552	0.301	0.688	0.411	0.256	0.660	1.000	0.000	0.021	-0.005	-0.018	-0.012	0.004	0.000	0.622	0.603	-0.060	0.000	0.883	0.048
Fabricante	0.054	0.058	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.069	0.066	0.082	0.000	1.000	0.060	0.087	0.000	0.102	0.087	0.032	0.000	0.080	0.035	0.076	0.000	0.065
Horas_Recomendadas_Revision	0.013	0.024	0.002	-0.030	-0.015	0.001	0.041	0.010	0.016	0.017	0.032	0.007	0.021	0.060	1.000	0.016	-0.024	-0.070	0.001	0.000	0.006	0.005	0.083	0.000	0.013	-0.040
ID_Equipo	0.017	0.006	0.010	0.006	0.009	0.010	0.005	-0.044	-0.020	-0.046	-0.014	0.002	-0.005	0.087	0.016	1.000	0.078	0.044	-0.010	0.051	-0.012	0.013	0.004	0.000	0.009	-0.065
MEDIA_HORAS_OPERATIVAS	-0.019	-0.069	0.035	0.078	0.069	0.004	0.084	0.004	-0.055	0.002	0.017	0.031	-0.018	0.000	-0.024	0.078	1.000	0.039	0.052	0.000	-0.055	0.028	0.019	0.000	-0.032	0.381
MEDIA_TEMP	-0.022	-0.028	-0.002	0.021	0.046	0.016	0.004	-0.085	-0.062	-0.042	0.038	0.052	-0.012	0.102	-0.070	0.044	0.039	1.000	0.063	0.000	-0.022	0.046	-0.051	0.000	0.019	-0.034
MEDIA_VIBR	-0.010	0.006	-0.005	-0.018	0.022	0.002	0.022	0.010	-0.001	-0.024	-0.027	0.017	0.004	0.087	0.001	-0.010	0.052	0.063	1.000	0.000	0.012	0.032	0.053	0.000	0.017	0.024
Modelo	0.034	0.000	0.000	0.000	0.043	0.000	0.099	0.075	0.024	0.000	0.000	0.000	0.000	0.032	0.000	0.051	0.000	0.000	0.000	1.000	0.000	0.000	0.000	0.000	0.018	0.096
Ordenes_Correctivo	-0.014	0.872	-0.003	-0.005	-0.007	0.628	-0.864	0.024	0.881	0.000	-0.021	-0.025	0.622	0.000	0.006	-0.012	-0.055	-0.022	0.012	0.000	1.000	0.001	-0.052	0.000	0.698	0.003
Ordenes_Preventivo	-0.032	-0.014	-0.067	-0.045	0.859	0.576	-0.021	-0.029	-0.010	-0.049	-0.026	0.871	0.603	0.080	0.005	0.013	0.028	0.046	0.032	0.000	0.001	1.000	0.004	0.070	0.684	0.046
Potencia_kW	0.007	-0.054	0.037	0.091	0.035	-0.011	0.036	0.001	-0.061	-0.064	-0.073	-0.014	-0.060	0.035	0.083	0.004	0.019	-0.051	0.053	0.000	-0.052	0.004	1.000	0.000	-0.041	-0.056
Tipo_Equipo	0.050	0.085	0.068	0.000	0.025	0.000	0.000	0.061	0.000	0.082	0.000	0.086	0.000	0.076	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.070	0.000	1.000	0.000	0.000
Total_Ordenes	-0.033	0.600	-0.054	-0.044	0.588	0.863	-0.613	-0.001	0.612	-0.028	-0.033	0.584	0.883	0.000	0.013	0.009	-0.032	0.019	0.017	0.018	0.698	0.684	-0.041	0.000	1.000	0.020
Vida_util_estimada	0.003	-0.011	0.013	0.057	0.063	0.043	-0.019	0.049	0.009	0.061	0.041	0.057	0.048	0.065	-0.040	-0.065	0.381	-0.034	0.024	0.096	0.003	0.046	-0.056	0.000	0.020	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

	ID_Equipo	MEDIA_TEMP	MEDIA_VIBR	MEDIA_HORAS_OPERATIVAS	Vida_util_estimada	Total_Ordenes	Ordenes_Correctivo	Ordenes_Preventivo	DIAS_ENTRE_FALL_CONSEC	COSTE_MTO_CORR_MEDIO_POR_ORDEN	DURACION_HORAS_CORR_MEDIO_POR_ORDEN	COSTE_MTO_CORR_TOTAL	DURACION_HORAS_CORR_TOTAL	COSTE_MTO_PREV_MEDIO_POR_ORDEN	DURACION_HORAS_PREV_MEDIO_POR_ORDEN	COSTE_MTO_PREV_TOTAL	DURACION_HORAS_PREV_TOTAL	COSTE_MTO_MEDIO_POR_ORDEN	DURACION_HORAS_MEDIO_POR_ORDEN	COSTE_MTO_TOTAL	DURACION_HORAS_TOTAL	Tipo_Equipo	Fabricante	Modelo	Potencia_kW	Horas_Recomendadas_Revision
0	1	106.908125	2.346250	48090.312500	92645.0	20	10	10	39.111111	5284.873000	15.400000	52848.73	154	4448.922000	28.000000	44489.22	280	4866.897500	21.700000	97337.95	434	Motor	Schneider	X100	1009	9656
1	2	95.310000	2.400769	64532.615385	91899.0	13	7	6	55.333333	3268.534286	16.857143	22879.74	118	4062.376667	29.666667	24374.26	178	3634.923077	22.769231	47254.00	296	Motor	ABB	Z300	1220	2165
2	3	93.922778	3.232222	42117.111111	97734.0	16	10	6	41.666667	2923.602000	12.800000	29236.02	128	5017.603333	20.833333	30105.62	125	3708.852500	15.812500	59341.64	253	Motor	GE	Y200	3733	6674
3	4	90.881500	2.278500	56715.350000	93640.0	20	12	8	34.454545	6895.782500	23.500000	82749.39	282	4553.522500	22.125000	36428.18	177	5958.878500	22.950000	119177.57	459	Transformador	Siemens	X100	662	1480
4	5	107.714643	2.693214	54120.142857	99898.0	17	10	7	38.000000	4787.365000	24.400000	47873.65	244	4909.548571	19.714286	34366.84	138	4837.675882	22.470588	82240.49	382	Compresor	ABB	Y200	982	4282
5	6	93.085652	2.547826	46456.565217	84467.0	24	13	11	26.000000	5577.173077	25.000000	72503.25	325	5073.616364	24.909091	55809.78	274	5346.376250	24.958333	128313.03	599	Compresor	GE	Z300	4426	8747
6	7	109.916000	1.823333	39585.466667	93947.0	11	5	6	45.750000	5959.952000	25.000000	29799.76	125	4230.843333	30.333333	25385.06	182	5016.801818	27.909091	55184.82	307	Transformador	ABB	Y200	1830	1238
7	8	83.302400	2.366800	43344.600000	93045.0	27	16	11	25.600000	5336.813125	22.312500	85389.01	357	5401.182727	17.636364	59413.01	194	5363.037778	20.407407	144802.02	551	Transformador	GE	Y200	532	3846
8	9	95.346154	2.270769	41900.307692	79443.0	16	12	4	25.727273	5697.590000	21.750000	68371.08	261	5145.090000	23.750000	20580.36	95	5559.465000	22.250000	88951.44	356	Compresor	ABB	X100	3484	9688
9	10	98.545417	2.470000	46106.125000	98758.0	18	10	8	30.111111	3927.387000	25.400000	39273.87	254	5325.578750	20.125000	42604.63	161	4548.805556	23.055556	81878.50	415	Compresor	Schneider	M400	3227	5305

	ID_Equipo	MEDIA_TEMP	MEDIA_VIBR	MEDIA_HORAS_OPERATIVAS	Vida_util_estimada	Total_Ordenes	Ordenes_Correctivo	Ordenes_Preventivo	DIAS_ENTRE_FALL_CONSEC	COSTE_MTO_CORR_MEDIO_POR_ORDEN	DURACION_HORAS_CORR_MEDIO_POR_ORDEN	COSTE_MTO_CORR_TOTAL	DURACION_HORAS_CORR_TOTAL	COSTE_MTO_PREV_MEDIO_POR_ORDEN	DURACION_HORAS_PREV_MEDIO_POR_ORDEN	COSTE_MTO_PREV_TOTAL	DURACION_HORAS_PREV_TOTAL	COSTE_MTO_MEDIO_POR_ORDEN	DURACION_HORAS_MEDIO_POR_ORDEN	COSTE_MTO_TOTAL	DURACION_HORAS_TOTAL	Tipo_Equipo	Fabricante	Modelo	Potencia_kW	Horas_Recomendadas_Revision
489	490	102.090909	1.201818	56100.090909	92265.0	14	4	10	58.333333	3859.185000	20.250000	15436.74	81	6009.851000	26.300000	60098.51	263	5395.375000	24.571429	75535.25	344	Transformador	Siemens	X100	-100	5118
490	491	103.794545	2.215455	60025.818182	95653.0	19	13	6	26.416667	5008.463077	27.461538	65110.02	357	4007.688333	23.000000	24046.13	138	4692.428947	26.052632	89156.15	495	Transformador	Siemens	Z300	3507	5258
491	492	101.488125	2.073125	60000.437500	94216.0	22	14	8	23.923077	6305.431429	24.642857	88276.04	345	3140.767500	27.750000	25126.14	222	5154.644545	25.772727	113402.18	567	Generador	Schneider	M400	250	3083
492	493	96.294762	2.903810	60489.523810	99027.0	18	9	9	43.875000	5502.460000	25.444444	49522.14	229	3488.317778	17.777778	31394.86	160	4495.388889	21.611111	80917.00	389	Transformador	Siemens	Z300	2889	7172
493	494	107.503043	2.855652	52108.304348	94081.0	15	8	7	52.571429	3804.947500	21.875000	30439.58	175	4055.318571	23.571429	28387.23	165	3921.787333	22.666667	58826.81	340	Transformador	GE	Z300	187	5331
494	495	105.388947	2.308947	54310.421053	98566.0	23	12	11	29.909091	5908.390833	21.583333	70900.69	259	3985.039091	26.636364	43835.43	293	4988.526957	24.000000	114736.12	552	Compresor	Schneider	Y200	4383	6188
495	496	91.598750	2.845000	46477.541667	90614.0	21	10	11	40.000000	5850.827000	29.300000	58508.27	293	5001.808182	16.454545	55019.89	181	5406.102857	22.571429	113528.16	474	Motor	Siemens	X100	3617	5594
496	497	114.621053	2.642105	53482.947368	96443.0	22	11	11	35.700000	4997.465455	21.272727	54972.12	234	4917.139091	26.636364	54088.53	293	4957.302273	23.954545	109060.65	527	Generador	Schneider	Y200	548	8614
497	498	100.603333	2.572667	56706.866667	91463.0	21	10	11	33.888889	5395.426000	24.600000	53954.26	246	5679.830909	22.545455	62478.14	248	5544.400000	23.523810	116432.40	494	Motor	Schneider	M400	2602	5874
498	499	95.410000	2.761000	61050.000000	98945.0	15	4	11	88.333333	5156.390000	33.250000	20625.56	133	5076.350909	31.181818	55839.86	343	5097.694667	31.733333	76465.42	476	Motor	ABB	M400	877	6907

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample